Cohere
Command models, embeddings, and the reranker.
let model = CohereModel("command-a")Key from COHERE_API_KEY; base URL https://api.cohere.com/v2.
Features
- Tools, structured output, and vision on the native v2 chat wire.
- Citations surface as
StreamPart.source. - No reasoning knob — the
reasoningparameter is ignored.
Embeddings and reranking
Both are independent model protocols: CohereEmbeddingModel works with
embed and embedMany, while CohereRerankingModel
works with rerank.
let embeddings = try await embedMany(
model: CohereEmbeddingModel("embed-v4.0"),
values: documents
)
let ranked = try await rerank(
model: CohereRerankingModel("rerank-v4-fast"),
query: "How do I cancel my subscription?",
documents: documents,
topN: 3
)
ranked.rankedDocuments.first?.document // best match
ranked.rankedDocuments.first?.relevanceScoreModels
As of July 2026: command-a (also served date-stamped as
command-a-03-2025) for chat, embed-v4.0 for embeddings, and
rerank-v4-pro / rerank-v4-fast (December 2025) or the older
rerank-v3.5 for the reranker.